About

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Dongjun Lee

Machine Learning Engineer
LBox Co., Ltd.

기술을 이용해서 사람들에게 가치있는 제품을 전달하는 일을 하고 싶습니다.

좋은 코드, 아키텍처란 무엇인지,
NLP 전반에 대해서
그리고 팀 문화에 관심이 많습니다.

CV: [PDF]

Work Experience

LBox (2021. 4 ~ current)

1. AI MD
Tech Lead & Project Manager

Semantic Search & Recommendation : MR.

2. Contact Centor AI - AiCall
Project Manager

Outback PoC : AiCall

3. LaRva: Language Representation by Clova
Machine Learning Engineer & Project Manager

Pre-trained Language Model

4. Reasoning AI
Machine Learning Engineer

CLaF (Clova Language Framework) : https://github.com/naver/claf

Konolabs (2016. 7 ~ 2018. 3)

: Software & Machine Learning Engineer

Slact Bot (Kono), Email Bot pipeline, NLP Server (Temporal information extraction)

Lunit (2016. 1 ~ 2016. 6)

: Software Engineer Intern

Data Strorage Server

Software Maestro (2015. 7 ~ 2016.7)

: 6th Member

Training Program, Team Project

Minz Communication (2014. 12 ~ 2015.3)

: Software Engineer Intern

Java Spring, SPA

Talks

Publications

Interest

Product, Natural Language Processing (NLP), Quentified Self, Architecture, Team

Skills

  • HTML5, CSS3, JavaScript
  • Python 3
  • Data Science - numpy, scikit-learn, pandas, matplotlib, seaborn, jupyter notebook
  • Machine Learning & Deep Learning - TensorFlow, PyTorch, scikit-learn
  • AWS - API Gateway, Lambda, S3 등
  • Java8, Object-Oriented, Design Patterns
  • TDD & CI/CD

Projects

hb-research

Personal Organization for Deep Learning Project.

  • notes: Summary Notes, Codes and Articles of Deep Learning Research
  • hb-config: Easy to configure your python project especially Deep Learning experiments
  • hb-base: Project structure of Deep Learning experiments

Natural Language Processing

  • CLaF: Open-source Clova Language Framework (2019. 5)
  • relation-network-tensorflow: TensorFlow implementation of ‘A simple neural network module for relational reasoning’ for bAbi task (2018. 1)
  • transformer-tensorflow: TensorFlow implementation of ‘Attention Is All You Need’ (2017. 12)
  • dmn-tensorflow: TensorFlow implementation of ‘Ask Me Anything: Dynamic Memory Networks for Natural Language Processing (2017. 12)
  • text-cnn-tensorflow: Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow (2017. 12)
  • conversation-tensorflow : TensorFlow implementation of Conversation Models (2017. 11)
  • char-rnn-tensorflow : Multi-layer Recurrent Neural Networks for character-level language models implements by TensorFlow (2017 10)

Quantified Self

  • Kino Bot: My Personal Assistant Based on Slack Bot (Quentified Self Project) (2017. 5)

Unsupervised & Generative

  • vae-tensorflow: TensorFlow implementation of Auto-Encoding Variational Bayes, (2017. 12)
  • gan-pytorch: PyTorch implementation of ‘GAN (Generative Adversarial Networks)’ (2018. 4)
  • HighFashion: Design street fashion base on Deep Learning (2016. 6)

Others

  • 맛남: Social Dating & Dining Project (2015. 12)
  • We Are Family : Samsung Smart TV app for Family (2015. 9)
  • My Prescience : Music Recommand Android app (2015. 6)